AI Today Podcast: AI Glossary Series – Training Data, Epoch, Batch, Learning Curve
AI Today Podcast28 Apr 2023

AI Today Podcast: AI Glossary Series – Training Data, Epoch, Batch, Learning Curve

In order for machine learning systems to work they need to be trained on data. But as the old saying goes “garbage in is garbage out” so you need to make sure you have a dataset of prepared data that is cleaned so you can incrementally train a machine learning model to perform a particular task. Continue reading AI Today Podcast: AI Glossary Series – Training Data, Epoch, Batch, Learning Curve at Cognilytica.

Episoder(526)

AI Today Podcast: Trustworthy AI Series: Responsible AI

AI Today Podcast: Trustworthy AI Series: Responsible AI

AI systems have the potential to provide great value, but also the potential to cause great harm. Knowing how to build or use AI systems is simply not going to be enough. You need to know how to build...

6 Sep 202327min

AI Today Podcast: AI Glossary Series – Structured Data, Unstructured Data, Semi-structured Data

AI Today Podcast: AI Glossary Series – Structured Data, Unstructured Data, Semi-structured Data

In this episode of the AI Today podcast hosts Kathleen Walch and Ron Schmelzer define the terms Data, Dataset, Big Data, DIKUW Pyramid, explain how these terms relate to AI and why it’s important to k...

4 Sep 20238min

AI Today Podcast: Generative AI Series: Generative AI & Large Language Models (LLMs) – How Do They Work?

AI Today Podcast: Generative AI Series: Generative AI & Large Language Models (LLMs) – How Do They Work?

It’s hard to have a conversation about AI these days without the topics of Generative AI and Large Language Models (LLMs) coming up. But what do these technologies mean at an organizational level? And...

30 Aug 20231h 12min

AI Today Podcast: AI Glossary Series – V’s of Big Data, Data Volume, Exabyte / Petabyte / Yottabyte / Zettabyte, Data Variety, Data Velocity, Data Veracity

AI Today Podcast: AI Glossary Series – V’s of Big Data, Data Volume, Exabyte / Petabyte / Yottabyte / Zettabyte, Data Variety, Data Velocity, Data Veracity

In this episode of the AI Today podcast hosts Kathleen Walch and Ron Schmelzer define the terms V’s of Big Data, Data Volume, Exabyte / Petabyte / Yottabyte / Zettabyte, Data Variety, Data Velocity, D...

25 Aug 202315min

AI Today Podcast: Trustworthy AI Series: Ethical AI

AI Today Podcast: Trustworthy AI Series: Ethical AI

AI systems have the potential to provide great value, but also the potential to cause great harm. Knowing how to build or use AI systems is simply not going to be enough. You need to know how to build...

23 Aug 202326min

AI Today Podcast: AI Glossary Series – Data, Dataset, Big Data, DIKUW Pyramid

AI Today Podcast: AI Glossary Series – Data, Dataset, Big Data, DIKUW Pyramid

Data is the heart of AI. So, of course we need to have a podcast about data! In this episode of the AI Today podcast hosts Kathleen Walch and Ron Schmelzer define the terms Data, Dataset, Big Data, DI...

18 Aug 202312min

AI Today Podcast: Applying CPMAI in the Real World – Interview with Chuck LaBarre, ENI

AI Today Podcast: Applying CPMAI in the Real World – Interview with Chuck LaBarre, ENI

It’s one thing for us to talk about the Cognitive Project Management for AI (CPMAI) Methodology and the benefits it can bring to managers running AI and advanced data projects, but hearing directly ho...

16 Aug 202339min

AI Today Podcast: AI Glossary Series – Data Augmentation, Data Labeling, Bounding box, Sensor fusion

AI Today Podcast: AI Glossary Series – Data Augmentation, Data Labeling, Bounding box, Sensor fusion

Data is critical to making AI and machine learning work. In this episode of the AI Today podcast hosts Kathleen Walch and Ron Schmelzer define the terms Data Augmentation, Data Labeling, Bounding box,...

11 Aug 202311min

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